New to Machine Learning
Move to ML fundamentals once you’re comfortable with Python.
Resources
| Resource | Description |
|---|---|
| Neural Networks: Zero to Hero | Andrej Karpathy’s tutorial series — NN fundamentals, backprop, transformers |
| The Turing Way | Guide to reproducible, ethical, and collaborative data science |
| scikit-learn | Classical ML library |
AI Tools for Research
Document Parsing
MinerU
SOTA document parsing
Docling
Multi-format conversion
PaperQA2
High-accuracy RAG for PDFs
Marker
PDF to Markdown/JSON
Research Agents
The AI Scientist
Autonomous research system
ChemCrow
Chemistry research agents
BioDiscoveryAgent
Biological discovery automation
Literature Discovery
Semantic Scholar
AI-powered academic search
OpenAlex
Open scholarly papers catalog
Research Rabbit
Literature discovery platform